schizo

Overview
Reproduction

Dataset statistics

Number of variables	15
Number of observations	340
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	40.0 KiB
Average record size in memory	120.4 B

Variable types

NUM	12
BOOL	2
CAT	1

Reproduction

Analysis started	2020-08-25 01:50:02.276305
Analysis finished	2020-08-25 01:50:25.964117
Duration	23.69 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

ID
Real number (ℝ_≥0)

Distinct count	86
Unique (%)	25.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	134.6794117647059
Minimum	7.0
Maximum	276.0
Zeros	0
Zeros (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	13
Q1	59
median	130
Q3	233
95-th percentile	267
Maximum	276
Range	269
Interquartile range (IQR)	174

Descriptive statistics

Standard deviation	89.37703202
Coefficient of variation (CV)	0.6636280248
Kurtosis	-1.439753143
Mean	134.6794118
Median Absolute Deviation (MAD)	87
Skewness	0.1598445916
Sum	45791
Variance	7988.253852

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	5	1.5%
117	5	1.5%
61	5	1.5%
64	5	1.5%
103	5	1.5%
141	5	1.5%
84	5	1.5%
80	5	1.5%
75	5	1.5%
60	5	1.5%
38	5	1.5%
51	5	1.5%
66	5	1.5%
70	5	1.5%
107	5	1.5%
59	5	1.5%
81	5	1.5%
30	5	1.5%
96	5	1.5%
130	5	1.5%
150	5	1.5%
143	5	1.5%
74	5	1.5%
35	4	1.2%
167	4	1.2%
Other values (61)	217	63.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	5	1.5%
8	3	0.9%
11	4	1.2%
12	4	1.2%
13	4	1.2%
18	4	1.2%
19	4	1.2%
20	4	1.2%
21	4	1.2%
22	4	1.2%

Value	Count	Frequency (%)
276	4	1.2%
275	4	1.2%
274	1	0.3%
272	4	1.2%
270	2	0.6%
267	4	1.2%
264	4	1.2%
263	4	1.2%
262	4	1.2%
261	2	0.6%

target
Categorical

Distinct count	3
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

1	200
0	78
2	62

Value	Count	Frequency (%)
1	200	58.8%
0	78	22.9%
2	62	18.2%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
1	200	58.8%
0	78	22.9%
2	62	18.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	340	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	200	58.8%
0	78	22.9%
2	62	18.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	340	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
1	200	58.8%
0	78	22.9%
2	62	18.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	340	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
1	200	58.8%
0	78	22.9%
2	62	18.2%

gain_ratio_1
Real number (ℝ_≥0)

Distinct count	200
Unique (%)	58.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	120.12647058823529
Minimum	0
Maximum	199
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	15.95
Q1	67.75
median	125
Q3	184.25
95-th percentile	199
Maximum	199
Range	199
Interquartile range (IQR)	116.5

Descriptive statistics

Standard deviation	62.73297726
Coefficient of variation (CV)	0.5222244269
Kurtosis	-1.253041787
Mean	120.1264706
Median Absolute Deviation (MAD)	58
Skewness	-0.2393483363
Sum	40843
Variance	3935.426436

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
199	58	17.1%
68	4	1.2%
112	4	1.2%
192	4	1.2%
190	4	1.2%
185	3	0.9%
89	3	0.9%
98	3	0.9%
111	3	0.9%
40	3	0.9%
133	3	0.9%
145	3	0.9%
157	3	0.9%
162	3	0.9%
79	3	0.9%
189	3	0.9%
191	2	0.6%
103	2	0.6%
63	2	0.6%
29	2	0.6%
53	2	0.6%
149	2	0.6%
97	2	0.6%
188	2	0.6%
144	2	0.6%
Other values (175)	215	63.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
199	58	17.1%
198	1	0.3%
197	1	0.3%
196	1	0.3%
195	1	0.3%
194	1	0.3%
193	1	0.3%
192	4	1.2%
191	2	0.6%
190	4	1.2%

gain_ratio_2
Real number (ℝ_≥0)

Distinct count	194
Unique (%)	57.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	117.71470588235294
Minimum	0
Maximum	193
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	15.95
Q1	67.75
median	121
Q3	180.25
95-th percentile	193
Maximum	193
Range	193
Interquartile range (IQR)	112.5

Descriptive statistics

Standard deviation	60.97301803
Coefficient of variation (CV)	0.5179728189
Kurtosis	-1.227560707
Mean	117.7147059
Median Absolute Deviation (MAD)	56
Skewness	-0.2542507328
Sum	40023
Variance	3717.708928

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
193	69	20.3%
98	4	1.2%
157	4	1.2%
106	3	0.9%
93	3	0.9%
151	3	0.9%
140	3	0.9%
90	3	0.9%
89	3	0.9%
160	3	0.9%
184	3	0.9%
185	3	0.9%
70	3	0.9%
120	3	0.9%
33	3	0.9%
114	3	0.9%
35	2	0.6%
145	2	0.6%
76	2	0.6%
56	2	0.6%
141	2	0.6%
32	2	0.6%
41	2	0.6%
42	2	0.6%
131	2	0.6%
Other values (169)	206	60.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
193	69	20.3%
192	1	0.3%
191	1	0.3%
190	1	0.3%
189	1	0.3%
188	1	0.3%
187	1	0.3%
186	1	0.3%
185	3	0.9%
184	3	0.9%

gain_ratio_3
Real number (ℝ_≥0)

Distinct count	191
Unique (%)	56.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	118.12058823529412
Minimum	0
Maximum	190
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	14.95
Q1	70
median	121.5
Q3	181
95-th percentile	190
Maximum	190
Range	190
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	59.61662317
Coefficient of variation (CV)	0.5047098398
Kurtosis	-1.181758308
Mean	118.1205882
Median Absolute Deviation (MAD)	55
Skewness	-0.2950393502
Sum	40161
Variance	3554.141758

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
190	68	20.0%
181	4	1.2%
82	4	1.2%
70	4	1.2%
131	3	0.9%
91	3	0.9%
135	3	0.9%
147	3	0.9%
150	3	0.9%
126	3	0.9%
118	3	0.9%
117	3	0.9%
52	3	0.9%
12	3	0.9%
93	3	0.9%
102	3	0.9%
88	3	0.9%
74	3	0.9%
182	3	0.9%
187	3	0.9%
77	3	0.9%
176	3	0.9%
113	2	0.6%
37	2	0.6%
75	2	0.6%
Other values (166)	200	58.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
190	68	20.0%
189	1	0.3%
188	1	0.3%
187	3	0.9%
186	2	0.6%
185	2	0.6%
184	2	0.6%
183	2	0.6%
182	3	0.9%
181	4	1.2%

gain_ratio_4
Real number (ℝ_≥0)

Distinct count	203
Unique (%)	59.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	123.43235294117648
Minimum	0
Maximum	202
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	14.95
Q1	71.75
median	126
Q3	189.25
95-th percentile	202
Maximum	202
Range	202
Interquartile range (IQR)	117.5

Descriptive statistics

Standard deviation	64.13434103
Coefficient of variation (CV)	0.5195910108
Kurtosis	-1.243818856
Mean	123.4323529
Median Absolute Deviation (MAD)	59.5
Skewness	-0.2594115571
Sum	41967
Variance	4113.213699

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
202	65	19.1%
76	6	1.8%
193	5	1.5%
109	3	0.9%
170	3	0.9%
95	3	0.9%
85	3	0.9%
79	3	0.9%
186	3	0.9%
156	3	0.9%
196	3	0.9%
124	2	0.6%
108	2	0.6%
13	2	0.6%
9	2	0.6%
112	2	0.6%
114	2	0.6%
120	2	0.6%
122	2	0.6%
44	2	0.6%
104	2	0.6%
125	2	0.6%
126	2	0.6%
129	2	0.6%
140	2	0.6%
Other values (178)	212	62.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	2	0.6%

Value	Count	Frequency (%)
202	65	19.1%
201	1	0.3%
200	1	0.3%
199	1	0.3%
198	1	0.3%
197	1	0.3%
196	3	0.9%
195	2	0.6%
194	1	0.3%
193	5	1.5%

gain_ratio_5
Real number (ℝ_≥0)

Distinct count	197
Unique (%)	57.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	120.50882352941177
Minimum	0
Maximum	196
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	69.75
median	124.5
Q3	185
95-th percentile	196
Maximum	196
Range	196
Interquartile range (IQR)	115.25

Descriptive statistics

Standard deviation	62.02723195
Coefficient of variation (CV)	0.5147111235
Kurtosis	-1.213831757
Mean	120.5088235
Median Absolute Deviation (MAD)	58.5
Skewness	-0.2779808587
Sum	40973
Variance	3847.377503

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
196	69	20.3%
150	3	0.9%
174	3	0.9%
79	3	0.9%
78	3	0.9%
183	3	0.9%
122	3	0.9%
185	3	0.9%
100	3	0.9%
33	3	0.9%
148	3	0.9%
126	2	0.6%
135	2	0.6%
102	2	0.6%
103	2	0.6%
105	2	0.6%
109	2	0.6%
110	2	0.6%
139	2	0.6%
137	2	0.6%
112	2	0.6%
125	2	0.6%
113	2	0.6%
114	2	0.6%
117	2	0.6%
Other values (172)	213	62.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	2	0.6%
9	1	0.3%

Value	Count	Frequency (%)
196	69	20.3%
195	1	0.3%
194	1	0.3%
193	1	0.3%
192	1	0.3%
191	2	0.6%
190	2	0.6%
189	2	0.6%
188	2	0.6%
187	1	0.3%

gain_ratio_6
Real number (ℝ_≥0)

Distinct count	195
Unique (%)	57.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	121.86764705882354
Minimum	0
Maximum	194
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	13.95
Q1	70.75
median	128.5
Q3	189.25
95-th percentile	194
Maximum	194
Range	194
Interquartile range (IQR)	118.5

Descriptive statistics

Standard deviation	62.1786617
Coefficient of variation (CV)	0.5102146731
Kurtosis	-1.230155255
Mean	121.8676471
Median Absolute Deviation (MAD)	59
Skewness	-0.3212666121
Sum	41435
Variance	3866.185971

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
194	81	23.8%
83	4	1.2%
78	4	1.2%
95	3	0.9%
90	3	0.9%
166	3	0.9%
163	3	0.9%
181	3	0.9%
65	3	0.9%
128	3	0.9%
132	3	0.9%
13	3	0.9%
119	2	0.6%
118	2	0.6%
115	2	0.6%
130	2	0.6%
114	2	0.6%
109	2	0.6%
133	2	0.6%
135	2	0.6%
108	2	0.6%
102	2	0.6%
136	2	0.6%
101	2	0.6%
87	2	0.6%
Other values (170)	198	58.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	2	0.6%

Value	Count	Frequency (%)
194	81	23.8%
193	1	0.3%
192	1	0.3%
191	1	0.3%
190	1	0.3%
189	1	0.3%
188	1	0.3%
187	1	0.3%
186	1	0.3%
185	1	0.3%

gain_ratio_7
Real number (ℝ_≥0)

Distinct count	191
Unique (%)	56.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	121.85882352941177
Minimum	0
Maximum	190
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	16.95
Q1	74
median	128.5
Q3	186.25
95-th percentile	190
Maximum	190
Range	190
Interquartile range (IQR)	112.25

Descriptive statistics

Standard deviation	59.52231736
Coefficient of variation (CV)	0.4884530774
Kurtosis	-1.132619489
Mean	121.8588235
Median Absolute Deviation (MAD)	56.5
Skewness	-0.3851877
Sum	41432
Variance	3542.906264

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
190	81	23.8%
144	4	1.2%
74	4	1.2%
90	3	0.9%
110	3	0.9%
156	3	0.9%
183	3	0.9%
113	3	0.9%
121	3	0.9%
180	3	0.9%
78	3	0.9%
137	3	0.9%
105	3	0.9%
162	3	0.9%
126	3	0.9%
141	2	0.6%
106	2	0.6%
132	2	0.6%
143	2	0.6%
145	2	0.6%
147	2	0.6%
149	2	0.6%
102	2	0.6%
131	2	0.6%
37	2	0.6%
Other values (166)	195	57.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
190	81	23.8%
189	2	0.6%
188	1	0.3%
187	1	0.3%
186	1	0.3%
185	2	0.6%
184	1	0.3%
183	3	0.9%
182	1	0.3%
181	1	0.3%

gain_ratio_8
Real number (ℝ_≥0)

Distinct count	188
Unique (%)	55.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	118.79117647058824
Minimum	0
Maximum	187
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	67.75
median	127.5
Q3	184.25
95-th percentile	187
Maximum	187
Range	187
Interquartile range (IQR)	116.5

Descriptive statistics

Standard deviation	60.38002008
Coefficient of variation (CV)	0.5082870788
Kurtosis	-1.248399058
Mean	118.7911765
Median Absolute Deviation (MAD)	58.5
Skewness	-0.3481961852
Sum	40389
Variance	3645.746825

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
187	83	24.4%
178	5	1.5%
177	4	1.2%
120	3	0.9%
75	3	0.9%
139	3	0.9%
84	3	0.9%
64	3	0.9%
97	3	0.9%
171	3	0.9%
153	3	0.9%
106	3	0.9%
180	3	0.9%
128	3	0.9%
130	3	0.9%
81	3	0.9%
113	2	0.6%
79	2	0.6%
104	2	0.6%
121	2	0.6%
101	2	0.6%
98	2	0.6%
125	2	0.6%
86	2	0.6%
133	2	0.6%
Other values (163)	191	56.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
187	83	24.4%
186	1	0.3%
185	1	0.3%
184	1	0.3%
183	1	0.3%
182	1	0.3%
181	2	0.6%
180	3	0.9%
179	1	0.3%
178	5	1.5%

gain_ratio_9
Real number (ℝ_≥0)

Distinct count	188
Unique (%)	55.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	119.6029411764706
Minimum	0
Maximum	187
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	14.95
Q1	68.75
median	127.5
Q3	187
95-th percentile	187
Maximum	187
Range	187
Interquartile range (IQR)	118.25

Descriptive statistics

Standard deviation	60.26297819
Coefficient of variation (CV)	0.5038586643
Kurtosis	-1.215137729
Mean	119.6029412
Median Absolute Deviation (MAD)	59.5
Skewness	-0.3663216678
Sum	40665
Variance	3631.62654

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
187	88	25.9%
178	4	1.2%
38	3	0.9%
119	3	0.9%
143	3	0.9%
94	3	0.9%
85	3	0.9%
128	3	0.9%
141	3	0.9%
176	3	0.9%
135	3	0.9%
104	2	0.6%
103	2	0.6%
100	2	0.6%
101	2	0.6%
149	2	0.6%
99	2	0.6%
60	2	0.6%
51	2	0.6%
33	2	0.6%
105	2	0.6%
34	2	0.6%
139	2	0.6%
61	2	0.6%
107	2	0.6%
Other values (163)	193	56.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	2	0.6%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
187	88	25.9%
186	1	0.3%
185	1	0.3%
184	1	0.3%
183	1	0.3%
182	1	0.3%
181	2	0.6%
180	1	0.3%
179	2	0.6%
178	4	1.2%

gain_ratio_10
Real number (ℝ_≥0)

Distinct count	196
Unique (%)	57.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	126.01764705882353
Minimum	0
Maximum	195
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	14.95
Q1	73.75
median	135.5
Q3	195
95-th percentile	195
Maximum	195
Range	195
Interquartile range (IQR)	121.25

Descriptive statistics

Standard deviation	62.71116291
Coefficient of variation (CV)	0.4976379449
Kurtosis	-1.15294356
Mean	126.0176471
Median Absolute Deviation (MAD)	59.5
Skewness	-0.4314636148
Sum	42846
Variance	3932.689953

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
195	88	25.9%
126	5	1.5%
123	4	1.2%
147	3	0.9%
159	3	0.9%
59	3	0.9%
186	3	0.9%
129	3	0.9%
85	3	0.9%
157	3	0.9%
150	2	0.6%
152	2	0.6%
133	2	0.6%
34	2	0.6%
142	2	0.6%
29	2	0.6%
140	2	0.6%
38	2	0.6%
135	2	0.6%
156	2	0.6%
146	2	0.6%
46	2	0.6%
130	2	0.6%
119	2	0.6%
111	2	0.6%
Other values (171)	192	56.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	2	0.6%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
195	88	25.9%
194	1	0.3%
193	1	0.3%
192	1	0.3%
191	1	0.3%
190	1	0.3%
189	2	0.6%
188	1	0.3%
187	2	0.6%
186	3	0.9%

gain_ratio_11
Real number (ℝ_≥0)

Distinct count	199
Unique (%)	58.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	125.78529411764706
Minimum	0
Maximum	198
Zeros	1
Zeros (%)	0.3%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	16.95
Q1	71
median	131
Q3	196.25
95-th percentile	198
Maximum	198
Range	198
Interquartile range (IQR)	125.25

Descriptive statistics

Standard deviation	63.05972555
Coefficient of variation (CV)	0.5013282832
Kurtosis	-1.210244227
Mean	125.7852941
Median Absolute Deviation (MAD)	62
Skewness	-0.3382325917
Sum	42767
Variance	3976.528987

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
198	84	24.7%
61	4	1.2%
193	4	1.2%
108	4	1.2%
129	3	0.9%
111	3	0.9%
127	3	0.9%
104	3	0.9%
54	3	0.9%
88	3	0.9%
139	2	0.6%
137	2	0.6%
55	2	0.6%
145	2	0.6%
146	2	0.6%
147	2	0.6%
148	2	0.6%
150	2	0.6%
126	2	0.6%
51	2	0.6%
53	2	0.6%
131	2	0.6%
116	2	0.6%
118	2	0.6%
58	2	0.6%
Other values (174)	196	57.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
198	84	24.7%
197	1	0.3%
196	1	0.3%
195	1	0.3%
194	1	0.3%
193	4	1.2%
192	1	0.3%
191	1	0.3%
190	2	0.6%
189	2	0.6%

sex
Boolean

Distinct count	2
Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

1	203
0	137

Frequency Table

Value	Count	Frequency (%)
1	203	59.7%
0	137	40.3%

target.1
Boolean

Distinct count	2
Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

0	177
1	163

Frequency Table

Value	Count	Frequency (%)
0	177	52.1%
1	163	47.9%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	ID	target	gain_ratio_1	gain_ratio_2	gain_ratio_3	gain_ratio_4	gain_ratio_5	gain_ratio_6	gain_ratio_7	gain_ratio_8	gain_ratio_9	gain_ratio_10	gain_ratio_11
0	7.0	1	167	162	177	157	179	175	172	121	143	159	139
1	7.0	1	150	92	129	136	91	160	137	130	143	141	135
2	7.0	0	117	117	160	202	110	143	113	107	45	81	88
3	7.0	2	199	193	93	76	196	65	65	99	65	82	49
4	7.0	1	128	118	85	24	47	64	124	98	128	57	120
5	19.0	1	157	126	190	154	133	83	91	75	165	166	189
6	19.0	1	110	76	102	88	124	95	190	71	108	91	127
7	19.0	0	161	76	50	69	45	36	27	106	119	132	113
8	19.0	1	89	130	60	129	79	138	136	108	52	98	146
9	20.0	1	104	100	92	105	94	46	64	81	46	45	85

Last rows

	ID	target	gain_ratio_1	gain_ratio_2	gain_ratio_3	gain_ratio_4	gain_ratio_5	gain_ratio_6	gain_ratio_7	gain_ratio_8	gain_ratio_9	gain_ratio_10	gain_ratio_11	sex	target.1
330	267.0	2	54	69	102	107	90	100	82	63	54	94	84	1	1
331	274.0	0	199	193	190	92	126	158	190	187	187	195	198	1	1
332	275.0	1	186	140	124	158	114	194	138	128	101	195	100	1	1
333	275.0	0	187	119	147	140	167	124	190	187	138	195	86	1	1
334	275.0	1	118	144	99	83	147	77	47	119	187	101	91	1	1
335	275.0	2	199	60	76	70	196	194	91	105	31	195	198	1	1
336	276.0	1	90	120	37	124	109	85	39	84	187	96	23	1	1
337	276.0	0	76	27	113	129	57	86	133	125	81	79	110	1	1
338	276.0	1	167	124	84	134	88	139	126	126	187	139	168	1	1
339	276.0	2	73	114	82	116	127	108	114	94	105	162	71	1	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows